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Clint Dawson

A Neural Operator-Based Emulator for Regional Shallow Water Dynamics

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Feb 20, 2025
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Topological derivative approach for deep neural network architecture adaptation

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Feb 08, 2025
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Storm Surge Modeling in the AI ERA: Using LSTM-based Machine Learning for Enhancing Forecasting Accuracy

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Mar 07, 2024
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Rapid Flood Inundation Forecast Using Fourier Neural Operator

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Jul 29, 2023
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Learning Storm Surge with Gradient Boosting

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Apr 27, 2022
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SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing

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Feb 22, 2021
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A Hybrid 2-stage Neural Optimization for Pareto Front Extraction

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Feb 13, 2021
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Streaming Singular Value Decomposition for Big Data Applications

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Oct 27, 2020
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